FARUQUE, MUHAMMAD U (2011): An empirical investigation of the arbitrage pricing theory in a frontier stock market: evidence from Bangladesh. Published in: Indian Journal of Economics and Business , Vol. 10, No. 04 (1 December 2011): pp. 443-465.
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Abstract
Although the existing literature of Arbitrage Pricing Theory (APT) on different categories of stock markets is vast, it is non-existent in the case of frontier stock markets (defined as very small capital markets). This paper fills this gap by investigating how APT performs in a frontier stock market. To address the common problem of multi-collinearity in macro variables, this study uses principal component analysis (PCA) as a robustness check on the previous results. The results confirm evidence of one significant macroeconomic factor in the Dhaka stock market - a frontier stock market of Bangladesh. This result is comparable to that of some emerging (larger than frontier markets) stock markets.
Item Type: | MPRA Paper |
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Original Title: | An empirical investigation of the arbitrage pricing theory in a frontier stock market: evidence from Bangladesh |
English Title: | An empirical investigation of the APT in a frontier stock market |
Language: | English |
Keywords: | Key words: Arbitrage pricing theory (APT), Capital-asset pricing model, Dhaka stock exchange (DSE), Principal component analysis, Principal components (PC), Efficiency market hypothesis (EMH) and Chen, Roll and Ross (CRR) |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions G - Financial Economics > G3 - Corporate Finance and Governance > G32 - Financing Policy ; Financial Risk and Risk Management ; Capital and Ownership Structure ; Value of Firms ; Goodwill G - Financial Economics > G1 - General Financial Markets > G10 - General G - Financial Economics > G2 - Financial Institutions and Services > G24 - Investment Banking ; Venture Capital ; Brokerage ; Ratings and Ratings Agencies |
Item ID: | 38675 |
Depositing User: | MUHAMMAD UMAR FARUQUE |
Date Deposited: | 10 May 2012 01:51 |
Last Modified: | 26 Sep 2019 10:35 |
References: | References: Azeez, A. and Yonezawa Y.,(2004). ‘‘Macroeconomic factors and the empirical content of the Arbitrage Pricing Theory in the Japanese stock market’’, Japan and the World Economy,18 (2006) 568–591. Akerlof, A. G. and Shiller, J.R. (2009, pp. 130-35). ‘Animal Spirits: How Human Psychology Drives the Economy, and Why it Matters for Global Capitalism,’ (Princeton University Press, Princeton and Oxford, 2009). Asprm, M. (1989), Stock prices, Asset portfolios and Macroeconomic variables in ten European countries, Journal of Banking and Finance, 13, 589-612. Altay, E., (2003). “The Effect of Macroeconomic Factors on Asset Returns: A Comparative Analysis of the German and the Turkish Stock Markets in an APT Framework”, Martin-Luther- Universität Halle, Betriebswirtschaftliche Diskussionsbeiträge, Nr. 48/2003 Barberis, C., and Thaler, H. C.(2003). ‘A Survey of Behavioural Finance.’ In: George M. CONSTANTINIDES, Milton HARRIS, and Rene M. STULZ, eds. Handbook of the Economics of Finance: Volume 1B, Financial Markets and Asset Pricing. Elsevier North Holland, Chapter 18, pp. 1053{1128. Brennan. J.M. (1971). "Capital Asset Pricing and the Structure of Security Returns." Unpublished manuscript, University of British Columbia. Brown,S.J. and M.I.Weinstein (1983), “A New Approach to Testing Asset Pricing Models: The Bilinear Paradigm”, The Journal of Finance, Vol.38, pp.711-744. Bansal, R., and Viswanathan, S. (1993), No arbitrage and arbitrage pricing: A new approach, Journal of Finance, 48, 1231–1262. Burmeister,E. and M.B.McElroy (1988), “Joint Estimation of Factor Sensitivities and Risk Premia for the Arbitrage Pricing Theory”, The Journal of Finance, Vol.43, no.3, pp.721-735. Bodie, J. and, Kane, A. and Marcus, A. (2009). ‘Investments.’ Publisher: McGraw-Hill Higher Education; 9e edition ISBN-13: 978-0071263252 Basher, A.S. and Hassanb,K.M. and Islam, M.A. (2007). ‘Time-varying volatility and equity returns in Bangladesh stock market.’ Applied Financial Economics, 2007, 17, 1393–1407 Chiu, K. and Xu, L. (2004). ‘Arbitrage pricing theory-based Gaussian temporal factor analysis for adaptive portfolio management,’ Decision Support Systems 37 (2004) 485– 500 Chen, S.J. and Jordan, B. (1993), “Some Empirical Tests of the Arbitrage Pricing Theory: Macrovariables vs. Derived Factors”, Journal of Banking and Finance, Vol.17, pp.65-89. Cox, J., Ingersoll, J., Ross, S., (1985). An intertemporal general equilibrium model of asset prices. Econometrica 53, 363–384. Chen, N. (1983), “Some Empirical Tests of the Theory of Arbitrage Pricing”, The Journal of Finance, Vol.38, pp.1393-1414. Chen, N.F., R.Roll and S.Ross (1986), “Economic Forces and the Stock Market”, Journal of Business, Vol.59, pp.383-403. Cho, D.C., E.J.Elton and M.J.Gruber (1984), “On the Robustness of the Roll and Ross Arbitrage Pricing Theory”, Journal of Financial and Quantitative Analysis, Vol.19, no.1, pp.1-10. Claude, B. E., and Harvey, R.C. and Viskanta, E.T. (1996). ‘Political Risk, Economic Risk, and Financial Risk.’Source: Financial Analysts Journal, Vol. 52, No. 6 (Nov. - Dec., 1996), pp. 29-46 Drew, E.M. and Naughton, T.and Veeraraghavan, V. (2003). ‘Firm Size, Book-to-Market Equity and Security Returns: Evidence from the Shanghai Stock Exchange,’ Australian Journal of Management, Vol. 28, No. 2 September 2003, Dhankar, P. and ESQ, M (2005). ‘‘ARBITRAGE PRICING THEORY AND THE CAPITAL ASSET PRICING MODEL EVIDENCE EROM THE INDIAN STOCK MARKET.’’ Journal of Financial Management and Analysis, 18(I):2005:14-27 Dhrymes, P.J., I.Friend and N.B.Gultekin (1984), “A Critical Reexamination of the Empirical Evidence on the Arbitrage Pricing Theory”, The Journal of Finance, Vol.39, no.2, pp.323-346. Febrian, E and Herwany, A. (2010). ‘‘THE PERFORMANCE OF ASSET PRICING MODELS BEFORE, DURING, AND AFTER AN EMERGING MARKET FINANCIAL CRISIS: EVIDENCE FROM INDONESIA.’’ The International Journal of Business and Finance Research ♦ Volume 4 ♦ Number 1 ♦ 2010. Farmer, R.E.A. (2009) ‘Confidence, Crashes and Animal Spirits’, NBER working paper #14846, National Bureau of Economic Research, Cambridge, MA. Flury, B. and Riedwyl, H. (1988). Multivariate Statistics. A Practical Approach. London: Chapman and Hall. Fama, E . and MacBeth, J.(1973). “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy. 81:3, pp. 607–36. Fama, E. F. (1981), Stock returns, real activity, inflation, and money, American Economic Review, 71, 545-65. Fama, E. and French. R. K. (1992). “The Cross-Section of Expected Stock Returns.” Journal of Finance. 47:2, pp. 427–65. Fama, E. and French, K.R.(1993), ‘Common risk factors in the returns on stocks and bonds’, Journal of Financial Economics, Vol. 33, 1993, pp. 3–56. Fama, E. and French, K.(1996). ‘Multifactor explanations for asset pricing anomalies’, Journal of Finance, Vol. 51, 1996, pp. 55–84. Fama, F. E, and French, R. K. (2004). ‘The Capital Asset Pricing Model: Theory and Evidence, Journal of Economic Perspectives—Volume 18, Number 3—Summer 2004—Pages 25–46 Ferreira, M.H. P and Rocha, R. A. (2002). ‘An Autoregressive Approach of the Arbitrage Pricing Model to the Portuguese Stock Market.’ International Journal of Business, 2002, v. 7, issue. 2, pp. 37-52 Gehr, A.(1975). Some Tests of the Arbitrage Pricing Theory, Journal of Midwest Finance Association, pp. 91–105. Grinblatt, M and Titman, S. (2002, pp-186). ‘Financial Markets and Corporate Strategy,’’ (2nd edition), McGraw Hill Higher Education, NY 10020. Ikbal and Aziz, 2005. ‘‘Arbitrage pricing theory: evidence from an emerging stock market,’’ Munich Personal RePEc Archive. Online at http://mpra.ub.uni-muenchen.de/8699/ MPRA Paper No. 8699, posted 10. May 2008 / 10:45 Kandel, S., Stambaugh, R.(1987). On correlations and inferences about mean variance efficiency. Journal of Financial Economics 18, 61– 90. Kaul, G. 1987, Stock returns and inflation. The role of the monetary sector, Journal of Financial Economics, 18, 253-276 Lintner, J. (1965). The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. Review of Economics and Statistics 47 (February): 13–37 . Lehman, B.N. and Modest, M. (1988), “The Empirical Foundations of the Arbitrage Pricing Theory”, Journal of Financial Economics, Vol.21, pp.213-254. Mei, J. (1993), “A Semiautoregression Approach to the Arbitrage Pricing Theory”, The Journal of Finance, Vol.48, pp.599-620. Michailidis, G. (2009). ‘Multivariate methods in examining macroeconomic variables effect on Greek stock market returns, 1997-2004.’ Applied Econometrics and International Development, 2009, vol. 9, issue 1 Markowitz, H., (1952). Portfolio selection. Journal of Finance 7, 77-91. Martikainen, T., Yli-Olli, P. and Gunasekaran, A. (1991), Incremental significance of pre-specified macroeconomic factors in testing the arbitrage pricing theory: empirical evidence with Finnish data, Applied Financial Economics, 1, 139-147. Mollik, A.T. and Bepari, M.K. (2009), ‘‘Weak-form market efficiency of Dhaka Stock Exchange (DSE), Bangladesh (24 August, 2009)’’, Proceedings of the 22nd Australasian Finance and Banking Conference, Australian School of Business, The University of New South Wales, Sydney, available at SSRN: http://ssrn.com/abstract-1460536 Mollik, T.A. and Bepari, K.M.(2010). ‘Instability of stock beta in Dhaka Stock Exchange.’ Bangladesh Managerial Finance, Vol. 36 No. 10, 2010: pp. 886-902 Merton, R. C. (1973). “An Intertemporal Capital Asset Pricing Model.” Econometrica. 41:5, pp. 867–87. Mossin, J. (1966). "Equilibrium in a Capital Asset Market." Econometrica 34 (October 1966), 768-83. Ouysse, R and Kohn, R. (2010). ‘Bayesian variable selection and model averaging in the arbitrage pricing theory model,’ Computational Statistics and Data Analysis, 54 (2010), pp. 3249-3268 Ross,S. (1976), “The Arbitrage Theory of Capital Market Asset Pricing”, Journal of Economic Theory, Vol.13, pp.341-360. Ross,S. (1977), “Risk, Return and Arbitrage”, Risk and Return in Finance, I, Friend, and J.Bicksler (Eds.), Balliner, Cambridge Roll, R., and Ross, S. (1980). An empirical investigation of the arbitrage pricing theory. Journal of Finance 35: 1073-1103. Ross A. S.(1984). ‘Reply to Dhrymes: APT is empirically relevant.’ The Journal of Portfolio Management Fall 1984, Vol. 11, No. 1: pp. 54-56 Sharpe, W.F. (1964), “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk”, Journal of Finance, Vol.19, pp.425-442. Shanken, J., (1982). The arbitrage pricing theory: is it testable. Journal of Finance 37, 1129–1140. Shanken, J., (1985). Multi-beta CAPM or equilibrium APT?: a reply. Journal of Finance 40, 1189– 1196. Shanken, J., (1987). Multivariate proxies and asset pricing relations: living with the roil critique. Journal of Financial Economics 18, 91– 110. Shanken, J., (1992). The current state of the arbitrage pricing theory. Journal of Finance 47, 1569– 1574. Shanken , J. and Weinstein, I. M. (2006). ‘Economic forces and the stock market revisited.’ Journal of Empirical Finance 13 (2006) 129– 144 Shiller, R. (1981), “Do stock prices move too much to be justified by subsequent changes in dividends?”, American Economic Review 71:421−436. Shiller, R. (1984), “Stock prices and social dynamics”, Brookings Papers on Economic Activity 2: 457−498. Shiller, R. and Beltratti, A.(1993). "Actual and Warranted Movements in Asset Prices" Beltratti, A., Oxford Economic Papers (1993), 45: 387–402. [CFDP 970, CFP 859] Shiller, J. R. (2005, pp. 110-118). Irrational Exuberance: Second Edition, Publisher: Princeton University Press; 2nd edition (22 Feb 2005) ISBN-13: 978-0691123356, pp. 172-176 Selden, G. C., (1912). Psychology of the Stock Market: Human Impulses Lead To Speculative Disasters. New York: Ticker Publishing. Sewell, M.(2007). ‘Behavioural Finance.’ Available at http://www.behaviouralfinance.net/behavioural-finance.pdf Shukla, R. K., and Trzcinka,A. C. (1990), Sequential Tests of the Arbitrage Pricing Theory: A Comparison of Principal Components and Maximum LikelihoodFactors, Journal of Finance, 45, 1541–1564. Subrahmanyam, A. (2010). ‘The Cross-Section of Expected Stock Returns: What Have We Learnt from the Past Twenty-Five Years of Research?’ European Financial Management, Vol. 16, No. 1, 2010, 27–42 Türsoy, T. and Günsel, N. and Rjoub, H. (2008). ‘Macroeconomic Factors, the APT and the Istanbul Stock Market,’ International Research Journal of Finance and Economics ISSN 1450-2887 Issue 22 Zhang, X. and Wang, Z. (2006). ‘Empirical evaluation of asset pricing models: arbitrage and pricing errors over contingent claims.’ Paper provided by Federal Reserve Bank of New York in its series Staff Reports with number 265. Postal: 33 Liberty Street, New York, NY 10045-0001MANAGEMENT SCIENCE, Vol. 55, No. 7, July 2009, pp. 1255-1266 Zhongzhi L. H, and Huh, S. and Lee, B. (2010). ‘Dynamic Factors and Asset Pricing .’ JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS Vol. 45, No. 3, June 2010, pp. 707–737 International Financial Statistics (database) available online at http://www.imfstatistics.org/imf/ Dhaka Stock Exchange available at www.dsebd.org Bangladesh Bank –Monthly Economic Trends (data achieve) available at http://www.bangladesh-bank.org/ |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/38675 |